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NCA-GENL Practice Questions

Generative AI LLMs Exam Practice Test


Total 11 Pages
Total 51 Questions

NCA-GENL Practice Questions

Question# 1

[Fundamentals of Machine Learning and Neural Networks] Why do we need positional encoding in transformer - based models?
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Question# 2

[LLM Integration and Deployment] What is Retrieval Augmented Generation (RAG)?
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Question# 3

[Experimentation] In the context of fine - tuning LLMs, which of the following metrics is most commonly used to assess the performance of a fine - tuned model?
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Question# 4

[Fundamentals of Machine Learning and Neural Networks] Which of the following claims is correct about quantization in the context of Deep Learning? (Pick the 2 correct responses)
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Question# 5

[Data Preprocessing and Feature Engineering] What is the primary purpose of applying various image transformation techniques (e.g., flipping, rotation, zooming) to a dataset?
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